Triple

T9177936
Position Surface form Disambiguated ID Type / Status
Subject Hanoi–Thai Nguyen Expressway E220247 entity
Predicate connectsProvince P24718 FINISHED
Object Thai Nguyen Province
Thai Nguyen Province is a mountainous region in northern Vietnam known for its tea production, industrial development, and role as a gateway between Hanoi and the northern highlands.
 E801693 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Thai Nguyen Province | Statement: [Hanoi–Thai Nguyen Expressway, connectsProvince, Thai Nguyen Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thai Nguyen Province
Context triple: [Hanoi–Thai Nguyen Expressway, connectsProvince, Thai Nguyen Province]
  • A. Hai Duong Province
    Hai Duong Province is a northeastern Vietnamese province in the Red River Delta region, known for its agricultural production, traditional crafts, and historical sites.
  • B. Lao Cai Province
    Lao Cai Province is a mountainous region in northwestern Vietnam bordering China, known for its ethnic diversity, terraced rice fields, and the popular tourist town of Sa Pa.
  • C. Lang Son Province
    Lang Son Province is a mountainous border province in northeastern Vietnam known for its trade gateways with China and diverse ethnic minority communities.
  • D. Lam Dong Province
    Lam Dong Province is a mountainous region in Vietnam’s Central Highlands known for its cool climate, pine forests, and the popular tourist city of Da Lat.
  • E. Bac Kan Province
    Bac Kan Province is a mountainous, sparsely populated province in northeastern Vietnam known for its forests, ethnic minority communities, and scenic Ba Bể Lake.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thai Nguyen Province
Triple: [Hanoi–Thai Nguyen Expressway, connectsProvince, Thai Nguyen Province]
Generated description
Thai Nguyen Province is a mountainous region in northern Vietnam known for its tea production, industrial development, and role as a gateway between Hanoi and the northern highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thai Nguyen Province
Target entity description: Thai Nguyen Province is a mountainous region in northern Vietnam known for its tea production, industrial development, and role as a gateway between Hanoi and the northern highlands.
  • A. Hai Duong Province
    Hai Duong Province is a northeastern Vietnamese province in the Red River Delta region, known for its agricultural production, traditional crafts, and historical sites.
  • B. Lao Cai Province
    Lao Cai Province is a mountainous region in northwestern Vietnam bordering China, known for its ethnic diversity, terraced rice fields, and the popular tourist town of Sa Pa.
  • C. Lang Son Province
    Lang Son Province is a mountainous border province in northeastern Vietnam known for its trade gateways with China and diverse ethnic minority communities.
  • D. Lam Dong Province
    Lam Dong Province is a mountainous region in Vietnam’s Central Highlands known for its cool climate, pine forests, and the popular tourist city of Da Lat.
  • E. Bac Kan Province
    Bac Kan Province is a mountainous, sparsely populated province in northeastern Vietnam known for its forests, ethnic minority communities, and scenic Ba Bể Lake.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca83e589948190ac9907819db11ddf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc24eeb988190af82dfba49aac2f8 completed April 1, 2026, 6:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d12cc1e4608190b1e93bdcf0fd9eba completed April 4, 2026, 3:22 p.m.
NEDg Description generation batch_69d12da44d7c8190afb11ae3009a79e5 completed April 4, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69d12e1459348190aed583b2364a53dd completed April 4, 2026, 3:28 p.m.
Created at: March 30, 2026, 7:23 p.m.